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Marcel Hoffmann — most-cited papers & profile · Graph Learning
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Marcel Hoffmann
6
papers ·
0
citations
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Most-cited papers
Active Few-Shot Learning for Vertex Classification Starting from an Unlabeled Dataset
2025
Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes
2021
Open-World Lifelong Graph Learning
2023
POWN: Prototypical Open-World Node Classification
2024
Lifelong Graph Learning for Graph Summarization
2024
Edge-Splitting MLP: Node Classification on Homophilic and Heterophilic Graphs without Message Passing
2024
Top co-authors
Ansgar Scherp
· 6
Lukas Galke
· 3
Benedikt Franke
· 1
David Richerby
· 1
Felix Burr
· 1
Iacopo Vagliano
· 1
Jonatan Frank
· 1
Matthias Kohn
· 1
Nicolas Lell
· 1
Tobias Zielke
· 1
Topics
cs.LG
stat.ML